The building industry is undergoing a significant shift, thanks to intelligent systems. Such advanced solutions are facilitating real-time insights for enhanced planning . From anticipatory maintenance scheduling to automated labor allocation, AI platforms are assisting construction leads to minimize downtime and increase overall project outcomes .